RPA (Robotic Process Automation) using JavaScript
RPA (Robotic Process Automation) using JavaScript typically involves automating web-based tasks such as filling forms, scraping data, or interacting with a website. JavaScript can be used alongside browser automation tools like Puppeteer or Playwright.
Below is a sample project to demonstrate RPA using JavaScript:
Project Overview: Automating Google Search
Objective: Create a JavaScript-based RPA script that opens Google, searches for a term, and extracts the titles of the first few search results.
Tools:
- Node.js: To run JavaScript outside the browser.
- Puppeteer: A Node.js library for controlling a headless browser.
Steps to Build the RPA Script
1. Prerequisites
- Install Node.js.
- Create a project folder and navigate to it:
mkdir rpa-js && cd rpa-js
- Initialize a Node.js project:
npm init -y
- Install Puppeteer:
npm install puppeteer
2. JavaScript Code
Create a file named
rpa_google_search.js
and add the following code:
const puppeteer = require('puppeteer');
(async () => {
try {
// Launch the browser
const browser = await puppeteer.launch({ headless: true }); // headless:true means no UI
const page = await browser.newPage();
// Navigate to Google
await page.goto('https://www.google.com');
// Wait for the search box to load
await page.waitForSelector('input[name="q"]');
// Type the search query and press Enter
const searchQuery = 'RPA using JavaScript';
await page.type('input[name="q"]', searchQuery);
await page.keyboard.press('Enter');
// Wait for the results page to load
await page.waitForSelector('#search');
// Extract search result titles
const results = await page.evaluate(() => {
const titles = [];
const elements = document.querySelectorAll('h3'); // Get all result titles
elements.forEach(element => {
if (element.innerText) titles.push(element.innerText);
});
return titles;
});
console.log(`Search Results for "${searchQuery}":`);
console.log(results);
// Close the browser
await browser.close();
} catch (error) {
console.error('Error:', error);
}
})();
3. Run the Script
- Execute the script in the terminal:
node rpa_google_search.js
- The script will log the titles of the search results to the console.
How It Works
- Browser Automation: Puppeteer launches a headless version of Chrome.
- Navigation: The script navigates to Google and performs a search.
- Interaction: It types the query into the search bar and simulates pressing "Enter."
- Data Extraction: The script uses DOM selectors to extract and log search result titles.
Extending the Script
-
Scrape URLs:
- Modify the
block to extract URLs:evaluate
const results = await page.evaluate(() => { const links = []; const elements = document.querySelectorAll('a'); // Get all links elements.forEach(element => { if (element.href) links.push(element.href); }); return links; });
- Modify the
-
Save Data:
- Save the extracted data to a file:
const fs = require('fs'); fs.writeFileSync('results.json', JSON.stringify(results, null, 2));
- Save the extracted data to a file:
-
Automate Login:
- Use Puppeteer to log in to a website:
await page.type('#username', 'your-username'); await page.type('#password', 'your-password'); await page.click('#login-button');
- Use Puppeteer to log in to a website:
-
Schedule Automation:
- Use a task scheduler like
(Linux/macOS) or Task Scheduler (Windows) to run the script periodically.cron
- Use a task scheduler like
-
Handle Complex Workflows:
- Use Playwright if you need multi-browser support or advanced features:
npm install playwright
- Use Playwright if you need multi-browser support or advanced features:
Use Cases for RPA with JavaScript
- Web Scraping: Extract data from websites.
- Form Filling: Automate filling and submitting online forms.
- Testing: Automate end-to-end testing of web applications.
- Data Entry: Input data into web-based applications.
- Price Monitoring: Track prices on e-commerce websites.
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